Algorithms for clustering data
Algorithms for clustering data
The R*-tree: an efficient and robust access method for points and rectangles
SIGMOD '90 Proceedings of the 1990 ACM SIGMOD international conference on Management of data
Mining association rules between sets of items in large databases
SIGMOD '93 Proceedings of the 1993 ACM SIGMOD international conference on Management of data
An effective hash-based algorithm for mining association rules
SIGMOD '95 Proceedings of the 1995 ACM SIGMOD international conference on Management of data
Knowledge Discovery in Databases
Knowledge Discovery in Databases
Set-Oriented Mining for Association Rules in Relational Databases
ICDE '95 Proceedings of the Eleventh International Conference on Data Engineering
Fast Algorithms for Mining Association Rules in Large Databases
VLDB '94 Proceedings of the 20th International Conference on Very Large Data Bases
Discovery of Multiple-Level Association Rules from Large Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
An Efficient Algorithm for Mining Association Rules in Large Databases
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Mining Generalized Association Rules
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Data mining using two-dimensional optimized association rules: scheme, algorithms, and visualization
SIGMOD '96 Proceedings of the 1996 ACM SIGMOD international conference on Management of data
Mining optimized association rules for numeric attributes
PODS '96 Proceedings of the fifteenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Association rules over interval data
SIGMOD '97 Proceedings of the 1997 ACM SIGMOD international conference on Management of data
Designing Templates for Mining Association Rules
Journal of Intelligent Information Systems
Mining fuzzy association rules
CIKM '97 Proceedings of the sixth international conference on Information and knowledge management
Extracting optimal association rules over numeric attributes
ACM-SE 36 Proceedings of the 36th annual Southeast regional conference
A new framework for itemset generation
PODS '98 Proceedings of the seventeenth ACM SIGACT-SIGMOD-SIGART symposium on Principles of database systems
Exploratory mining and pruning optimizations of constrained associations rules
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Automatic subspace clustering of high dimensional data for data mining applications
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
A data mining application: customer retention at the Port of Singapore Authority (PSA)
SIGMOD '98 Proceedings of the 1998 ACM SIGMOD international conference on Management of data
Online algorithms for finding profile association rules
Proceedings of the seventh international conference on Information and knowledge management
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Optimization of constrained frequent set queries with 2-variable constraints
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Scalable algorithms for mining large databases
KDD '99 Tutorial notes of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Pruning and summarizing the discovered associations
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Mining optimized gain rules for numeric attributes
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering roll-up dependencies
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
A statistical theory for quantitative association rules
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Breaking the barrier of transactions: mining inter-transaction association rules
KDD '99 Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining
Borders: An Efficient Algorithm for Association Generation in Dynamic Databases
Journal of Intelligent Information Systems
An effective algorithm for mining interesting quantitative association rules
SAC '97 Proceedings of the 1997 ACM symposium on Applied computing
An approach to discovering temporal association rules
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
The application of association rule mining to remotely sensed data
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
Mining fuzzy rules from quantitative data based on the AprioriTid algorithm
SAC '00 Proceedings of the 2000 ACM symposium on Applied computing - Volume 1
Levelwise Search and Pruning Strategies for First-Order HypothesisSpaces
Journal of Intelligent Information Systems - Special issue on methodologies for intelligent information systems
Small is beautiful: discovering the minimal set of unexpected patterns
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Depth first generation of long patterns
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient mining of weighted association rules (WAR)
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
Multivariate discretization of continuous variables for set mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
FreeSpan: frequent pattern-projected sequential pattern mining
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining
ACM Transactions on Information Systems (TOIS)
Algorithms for association rule mining — a general survey and comparison
ACM SIGKDD Explorations Newsletter
ACM Transactions on Database Systems (TODS)
Using quantitative information for efficient association rule generation
ACM SIGMOD Record
PlanMine: Predicting Plan Failures Using Sequence Mining
Artificial Intelligence Review - Issues on the application of data mining
Customer Retention via Data Mining
Artificial Intelligence Review - Issues on the application of data mining
The segment support map: scalable mining of frequent itemsets
ACM SIGKDD Explorations Newsletter - Special issue on “Scalable data mining algorithms”
Data Mining with optimized two-dimensional association rules
ACM Transactions on Database Systems (TODS)
Efficient discovery of error-tolerant frequent itemsets in high dimensions
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
A human-computer cooperative system for effective high dimensional clustering
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Discovering associations with numeric variables
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-dimensional sequential pattern mining
Proceedings of the tenth international conference on Information and knowledge management
Mining generalised disjunctive association rules
Proceedings of the tenth international conference on Information and knowledge management
Ordinal association rules for error identification in data sets
Proceedings of the tenth international conference on Information and knowledge management
Scalable frequent-pattern mining methods: an overview
Tutorial notes of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining
Towards effective and interpretable data mining by visual interaction
ACM SIGKDD Explorations Newsletter
An evolutionary algorithm to discover numeric association rules
Proceedings of the 2002 ACM symposium on Applied computing
Optimizing relational store for e-catalog queries: a data mining approach
Proceedings of the 2002 ACM symposium on Applied computing
ADC '01 Proceedings of the 12th Australasian database conference
Mining sequential patterns with constraints in large databases
Proceedings of the eleventh international conference on Information and knowledge management
Levelwise Search and Borders of Theories in KnowledgeDiscovery
Data Mining and Knowledge Discovery
Is Sampling Useful in Data Mining? A Case in the Maintenance of Discovered Association Rules
Data Mining and Knowledge Discovery
On the Complexity of Mining Quantitative Association Rules
Data Mining and Knowledge Discovery
A Survey of Methods for Scaling Up Inductive Algorithms
Data Mining and Knowledge Discovery
Effect of Data Distribution in Parallel Mining of Associations
Data Mining and Knowledge Discovery
Detecting Group Differences: Mining Contrast Sets
Data Mining and Knowledge Discovery
Efficient Adaptive-Support Association Rule Mining for Recommender Systems
Data Mining and Knowledge Discovery
A lattice-based approach for I/O efficient association rule mining
Information Systems - Databases: Creation, management and utilization
Data Mining: An Overview from a Database Perspective
IEEE Transactions on Knowledge and Data Engineering
Mining Multiple-Level Association Rules in Large Databases
IEEE Transactions on Knowledge and Data Engineering
Trends in Databases: Reasoning and Mining
IEEE Transactions on Knowledge and Data Engineering
A New Approach to Online Generation of Association Rules
IEEE Transactions on Knowledge and Data Engineering
Toward Multidatabase Mining: Identifying Relevant Databases
IEEE Transactions on Knowledge and Data Engineering
Mining Associations with the Collective Strength Approach
IEEE Transactions on Knowledge and Data Engineering
Mining Optimized Association Rules with Categorical and Numeric Attributes
IEEE Transactions on Knowledge and Data Engineering
Effect of Data Skewness and Workload Balance in Parallel Data Mining
IEEE Transactions on Knowledge and Data Engineering
ACIRD: Intelligent Internet Document Organization and Retrieval
IEEE Transactions on Knowledge and Data Engineering
Fast Algorithms for Online Generation of Profile Association Rules
IEEE Transactions on Knowledge and Data Engineering
Simple association rules (SAR) and the SAR-based rule discovery
Computers and Industrial Engineering
Knowledge discovery with second-order relations
Knowledge and Information Systems
Fuzzy association rules and the extended mining algorithms
Information Sciences—Informatics and Computer Science: An International Journal
Discovering calendar-based temporal association rules
Data & Knowledge Engineering - Special issue: Temporal representation and reasoning
A Statistical Theory for Quantitative Association Rules
Journal of Intelligent Information Systems
Efficient Mining of Intertransaction Association Rules
IEEE Transactions on Knowledge and Data Engineering
Mining Optimized Gain Rules for Numeric Attributes
IEEE Transactions on Knowledge and Data Engineering
Synthesizing High-Frequency Rules from Different Data Sources
IEEE Transactions on Knowledge and Data Engineering
Supporting Efficient Parametric Search of E-Commerce Data: A Loosely-Coupled Solution
EDBT '02 Proceedings of the 8th International Conference on Extending Database Technology: Advances in Database Technology
An Open Framework for Smart and Personalized Distance Learning
ICWL '02 Proceedings of the First International Conference on Advances in Web-Based Learning
Incremental Quantitative Rule Derivation by Multidimensional Data Partitioning
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
A Parallel Genetic Algorithm for Rule Mining
IPDPS '01 Proceedings of the 15th International Parallel & Distributed Processing Symposium
Algorithms for Mining Share Frequent Itemsets Containing Infrequent Subsets
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Relative Unsupervised Discretization for Association Rule Mining
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Mining Weighted Association Rules for Fuzzy Quantitative Items
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Interesting Fuzzy Association Rules in Quantitative Databases
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Implication-Based Fuzzy Association Rules
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Interestingness Measures for Fuzzy Association Rules
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Association Rules for Expressing Gradual Dependencies
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Ratio Rules: A New Paradigm for Fast, Quantifiable Data Mining
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
On the Discovery of Interesting Patterns in Association Rules
VLDB '98 Proceedings of the 24rd International Conference on Very Large Data Bases
Design and Implementation of a Genetic-Based Algorithm for Data Mining
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Analyzing Quantitative Databases: Image is Everything
Proceedings of the 27th International Conference on Very Large Data Bases
A One-Pass Algorithm for Accurately Estimating Quantiles for Disk-Resident Data
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Efficient Construction of Regression Trees with Range and Region Splitting
VLDB '97 Proceedings of the 23rd International Conference on Very Large Data Bases
Deriving High Confidence Rules from Spatial Data Using Peano Count Trees
WAIM '01 Proceedings of the Second International Conference on Advances in Web-Age Information Management
Affinity-Based Probabilistic Reasoning and Document Clustering on the WWW
COMPSAC '00 24th International Computer Software and Applications Conference
Pattern Discovery in Probabilistic Databases
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Data Mining in a Multidimensional Environment
ADBIS '99 Proceedings of the Third East European Conference on Advances in Databases and Information Systems
Fuzzy Functional Dependencies and Fuzzy Association Rules
DaWaK '99 Proceedings of the First International Conference on Data Warehousing and Knowledge Discovery
Mining Association Rules from XML Data
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
CoFD: An Algorithm for Non-distance Based Clustering in High Dimensional Spaces
DaWaK 2000 Proceedings of the 4th International Conference on Data Warehousing and Knowledge Discovery
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
Fuzzy Association Rules: Semantic Issues and Quality Measures
Proceedings of the International Conference, 7th Fuzzy Days on Computational Intelligence, Theory and Applications
Data Mining of Association Rules and the Process of Knowledge Discovery in Databases
Industrial Conference on Data Mining: Advances in Data Mining, Applications in E-Commerce, Medicine, and Knowledge Management
Data Abstractions for Numerical Attributes in Data Mining
IDEAL '02 Proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning
Lithofacies Characteristics Discovery from Well Log Data Using Association Rules
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Mining Association Rules in Preference-Ordered Data
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
Mining Association Rules on Related Numeric Attributes
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Extending the Applicability of Association Rules
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Data Mining Techniques for Associations, Clustering and Classification
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
LGen - A Lattice-Based Candidate Set Generation Algorithm for I/O Efficient Association Rule Mining
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Rule Extraction from Prediction Models
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Frequent Itemset Counting Across Multiple Tables
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
AViz: A Visualization System for Discovering Numeric Association Rules
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Density-Based Mining of Quantitative Association Rules
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Mining Access Patterns Efficiently from Web Logs
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Neighborhood Dependencies for Prediction
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Discovering Numeric Association Rules via Evolutionary Algorithm
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Efficient Rule Retrieval and Postponed Restrict Operations for Association Rule Mining
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Association Rule Mining on Remotely Sensed Images Using P-trees
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
On Dualization in Products of Forests
STACS '02 Proceedings of the 19th Annual Symposium on Theoretical Aspects of Computer Science
Data Mining and Personalization Technologies
DASFAA '99 Proceedings of the Sixth International Conference on Database Systems for Advanced Applications
CViz: An Interactive Visualization System for Rule Induction
AI '00 Proceedings of the 13th Biennial Conference of the Canadian Society on Computational Studies of Intelligence: Advances in Artificial Intelligence
Quality of Service and Electronic Newspaper: The Etel Solution
Advances in Distributed Systems, Advanced Distributed Computing: From Algorithms to Systems
Incremental Transformation of Lattices: A Key to Effective Knowledge Discovery
ICGT '02 Proceedings of the First International Conference on Graph Transformation
An Algorithm for Dualization in Products of Lattices and Its Applications
ESA '02 Proceedings of the 10th Annual European Symposium on Algorithms
Parallel Branch-and-Bound Graph Search for Correlated Association Rules
Revised Papers from Large-Scale Parallel Data Mining, Workshop on Large-Scale Parallel KDD Systems, SIGKDD
Efficient Automated Mining of Fuzzy Association Rules
DEXA '02 Proceedings of the 13th International Conference on Database and Expert Systems Applications
Discovery of Ordinal Association Rules
PAKDD '02 Proceedings of the 6th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
H-Rule Mining in Heterogeneous Databases
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
A template model for multidimensional inter-transactional association rules
The VLDB Journal — The International Journal on Very Large Data Bases
Mining inter-organizational retailing knowledge for an alliance formed by competitive firms
Information and Management
A query-driven interesting rule discovery using associations and spanning operations
Data mining, rough sets and granular computing
An interactive visualization system for mining association rules
Data mining, rough sets and granular computing
CrystalBall: a framework for mining variants of association rules
ADC '03 Proceedings of the 14th Australasian database conference - Volume 17
CRPIT '14 Proceedings of the IEEE international conference on Privacy, security and data mining - Volume 14
Mining Fuzzy Quantitative Association Rules
ICTAI '99 Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence
CubiST++: Evaluating Ad-Hoc CUBE Queries Using Statistics Trees
Distributed and Parallel Databases
Fuzzy data mining for interesting generalized association rules
Fuzzy Sets and Systems - Theme: Learning and modeling
Forecasting Association Rules Using Existing Data Sets
IEEE Transactions on Knowledge and Data Engineering
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
ADMiRe: an algebraic approach to system performance analysis using data mining techniques
Proceedings of the 2003 ACM symposium on Applied computing
A visualization model of interactive knowledge discovery systems and its implementations
Information Visualization
ART: A Hybrid Classification Model
Machine Learning
On the complexity of inducing categorical and quantitative association rules
Theoretical Computer Science
Consulting past exceptions to facilitate workflow exception handling
Decision Support Systems
Design and application of hybrid intelligent systems
Employing OLAP mining for multiagent reinforcement learning
Design and application of hybrid intelligent systems
Analysis of privacy preserving random perturbation techniques: further explorations
Proceedings of the 2003 ACM workshop on Privacy in the electronic society
Cost-based labeling of groups of mass spectra
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
CORDS: automatic discovery of correlations and soft functional dependencies
SIGMOD '04 Proceedings of the 2004 ACM SIGMOD international conference on Management of data
Efficient mining of both positive and negative association rules
ACM Transactions on Information Systems (TOIS)
Mining for patterns in contradictory data
Proceedings of the 2004 international workshop on Information quality in information systems
On the discovery of significant statistical quantitative rules
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
An Efficient Mining and Clustering Algorithm for Interactive Walk-Through Traversal Patterns
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Finding hot query patterns over an XQuery stream
The VLDB Journal — The International Journal on Very Large Data Bases
Temporal moving pattern mining for location-based service
Journal of Systems and Software
Algorithms for mining association rules in bag databases
Information Sciences—Informatics and Computer Science: An International Journal
Generating a Condensed Representation for Association Rules
Journal of Intelligent Information Systems
A high-performance distributed algorithm for mining association rules
Knowledge and Information Systems
Microarray gene expression data association rules mining based on BSC-tree and FIS-tree
Data & Knowledge Engineering - Special issue: Biological data management
Linear correlation discovery in databases: a data mining approach
Data & Knowledge Engineering
Attribute Clustering for Grouping, Selection, and Classification of Gene Expression Data
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
ADMiRe: An Algebraic Data Mining Approach to System Performance Analysis
IEEE Transactions on Knowledge and Data Engineering
Domain-Driven Data Synopses for Dynamic Quantiles
IEEE Transactions on Knowledge and Data Engineering
Automatic Subspace Clustering of High Dimensional Data
Data Mining and Knowledge Discovery
Toward Unsupervised Correlation Preserving Discretization
IEEE Transactions on Knowledge and Data Engineering
Information Sciences—Informatics and Computer Science: An International Journal
Discovering a cover set of ARsi with hierarchy from quantitative databases
Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Dealing with uncertainty in data mining and information extraction
Generalizing the Notion of Confidence
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Average Number of Frequent (Closed) Patterns in Bernouilli and Markovian Databases
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Mining Quantitative Frequent Itemsets Using Adaptive Density-Based Subspace Clustering
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
On Characterization and Discovery of Minimal Unexpected Patterns in Rule Discovery
IEEE Transactions on Knowledge and Data Engineering
Mining Adaptive Ratio Rules from Distributed Data Sources
Data Mining and Knowledge Discovery
ACM Computing Surveys (CSUR)
Market basket analysis in a multiple store environment
Decision Support Systems
Personalized privacy preservation
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Deriving quantitative models for correlation clusters
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining rank-correlated sets of numerical attributes
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Mining quantitative correlated patterns using an information-theoretic approach
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Polynomial association rules with applications to logistic regression
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Constraining and summarizing association rules in medical data
Knowledge and Information Systems
GORDIAN: efficient and scalable discovery of composite keys
VLDB '06 Proceedings of the 32nd international conference on Very large data bases
Enhanced mining of association rules from data cubes
DOLAP '06 Proceedings of the 9th ACM international workshop on Data warehousing and OLAP
Comparing association rules and decision trees for disease prediction
HIKM '06 Proceedings of the international workshop on Healthcare information and knowledge management
Expert Systems with Applications: An International Journal
Enriching the ER model based on discovered association rules
Information Sciences: an International Journal
Mining knowledge from object-oriented instances
Expert Systems with Applications: An International Journal
Discrete Applied Mathematics - Special issue: Discrete algorithms and optimization, in honor of professor Toshihide Ibaraki at his retirement from Kyoto University
Comprehensive data warehouse exploration with qualified association-rule mining
Decision Support Systems
Fuzzy taxonomy, quantitative database and mining generalized association rules
Intelligent Data Analysis
The discovery of association rules from tabular databases comprising nominal and ordinal attributes
Intelligent Data Analysis
Learning quantifiable associations via principal sparse non-negative matrix factorization
Intelligent Data Analysis
Using metarules to organize and group discovered association rules
Data Mining and Knowledge Discovery
Multi-level fuzzy mining with multiple minimum supports
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Twain: Two-end association miner with precise frequent exhibition periods
ACM Transactions on Knowledge Discovery from Data (TKDD)
Visualization of attractive and repulsive zones between variables
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
High-utility pattern mining: A method for discovery of high-utility item sets
Pattern Recognition
Efficient association rule mining among both frequent and infrequent items
Computers & Mathematics with Applications
SQUIRE: Sequential pattern mining with quantities
Journal of Systems and Software
Generalizing the notion of confidence
Knowledge and Information Systems
Combined association rules for dealing with missing values
Journal of Information Science
How to summarize the universe: dynamic maintenance of quantiles
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Maintaining data privacy in association rule mining
VLDB '02 Proceedings of the 28th international conference on Very Large Data Bases
Efficient reduction of access latency through object correlations in virtual environments
EURASIP Journal on Applied Signal Processing
A probabilistic approach to modeling and estimating the QoS of web-services-based workflows
Information Sciences: an International Journal
Algorithms for clustering high dimensional and distributed data
Intelligent Data Analysis
Association-based similarity testing and its applications
Intelligent Data Analysis
A new approach for the generation of fuzzy summaries based on fuzzy multidimensional databases
Intelligent Data Analysis
Mining weighted association rules
Intelligent Data Analysis
A new incremental data mining algorithm using pre-large itemsets
Intelligent Data Analysis
Discovery and inclusion of SOFA score episodes in mortality prediction
Journal of Biomedical Informatics
Mining association rules from imprecise ordinal data
Fuzzy Sets and Systems
Fuzzy Sets and Systems
Association rule and quantitative association rule mining among infrequent items
Proceedings of the 8th international workshop on Multimedia data mining: (associated with the ACM SIGKDD 2007)
A novel approach for discovering retail knowledge with price information from transaction databases
Expert Systems with Applications: An International Journal
Incrementally fast updated frequent pattern trees
Expert Systems with Applications: An International Journal
On discovery of soft associations with "most" fuzzy quantifier for item promotion applications
Information Sciences: an International Journal
Maintenance of generalized association rules for record deletion based on the pre-large concept
AIKED'07 Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6
Mining pure linguistic associations from numerical data
International Journal of Approximate Reasoning
Fuzzy transform in the analysis of data
International Journal of Approximate Reasoning
Linguistic object-oriented web-usage mining
International Journal of Approximate Reasoning
Generating classification association rules with modified Apriori algorithm
AIKED'06 Proceedings of the 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases
An approach to mining bundled commodities
Knowledge-Based Systems
A method for mining quantitative association rules
SMO'06 Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization
A new approach for evaluating agility in supply chains using Fuzzy Association Rules Mining
Engineering Applications of Artificial Intelligence
A classification method based on subspace clustering and association rules
New Generation Computing
Efficient mining of salinity and temperature association rules from ARGO data
Expert Systems with Applications: An International Journal
Efficient algorithms for incremental Web log mining with dynamic thresholds
The VLDB Journal — The International Journal on Very Large Data Bases
Online mining of fuzzy multidimensional weighted association rules
Applied Intelligence
Correlated pattern mining in quantitative databases
ACM Transactions on Database Systems (TODS)
First approach toward on-line evolution of association rules with learning classifier systems
Proceedings of the 10th annual conference companion on Genetic and evolutionary computation
An information-theoretic approach to quantitative association rule mining
Knowledge and Information Systems
Mining fuzzy temporal patterns from process instances with weighted temporal graphs
International Journal of Data Analysis Techniques and Strategies
Mining infrequent and interesting rules from transaction records
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
CCIC: Consistent Common Itemsets Classifier
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Optimization for MASK Scheme in Privacy Preserving Data Mining for Association Rules
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
A Rough-Apriori Technique in Mining Linguistic Association Rules
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
MPSQAR: Mining Quantitative Association Rules Preserving Semantics
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Mining Frequent Similar Patterns on Mixed Data
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Mining Edge-Weighted Call Graphs to Localise Software Bugs
ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I
An improved data mining approach using predictive itemsets
Expert Systems with Applications: An International Journal
On generating near-optimal tableaux for conditional functional dependencies
Proceedings of the VLDB Endowment
Recognizing unexpected recurrence behaviors with fuzzy measures in sequence databases
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Multi-objective genetic algorithms based automated clustering for fuzzy association rules mining
Journal of Intelligent Information Systems
Finding regional co-location patterns for sets of continuous variables in spatial datasets
Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems
Expert Systems with Applications: An International Journal
Integrating in-process software defect prediction with association mining to discover defect pattern
Information and Software Technology
Mining fuzzy association rules from questionnaire data
Knowledge-Based Systems
TCOM, an innovative data structure for mining association rules among infrequent items
Computers & Mathematics with Applications
Fuzzy Knowledge Discovery from Time Series Data for Events Prediction
PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Intrusion detection using fuzzy association rules
Applied Soft Computing
A Framework for Mining Fuzzy Association Rules from Composite Items
New Frontiers in Applied Data Mining
Expert Systems with Applications: An International Journal
The Pre-FUFP algorithm for incremental mining
Expert Systems with Applications: An International Journal
Maintenance of fast updated frequent pattern trees for record deletion
Computational Statistics & Data Analysis
Multi-level Frequent Pattern Mining
DASFAA '09 Proceedings of the 14th International Conference on Database Systems for Advanced Applications
Using Highly Expressive Contrast Patterns for Classification - Is It Worthwhile?
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Greedy Algorithm for Construction of Partial Association Rules
Fundamenta Informaticae
An association analysis approach to biclustering
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
An efficient rigorous approach for identifying statistically significant frequent itemsets
Proceedings of the twenty-eighth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Dynamic Mining of Quantitative and Categorical Attributes with Skewed Support Distribution
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
Evolutionary Extraction of Association Rules: A Preliminary Study on their Effectiveness
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
ICDM '09 Proceedings of the 9th Industrial Conference on Advances in Data Mining. Applications and Theoretical Aspects
Greedy Algorithms withWeights for Construction of Partial Association Rules
Fundamenta Informaticae
On subgroup discovery in numerical domains
Data Mining and Knowledge Discovery
Mining Frequent Gradual Itemsets from Large Databases
IDA '09 Proceedings of the 8th International Symposium on Intelligent Data Analysis: Advances in Intelligent Data Analysis VIII
An algorithm to mine general association rules from tabular data
Information Sciences: an International Journal
QuantMiner: a genetic algorithm for mining quantitative association rules
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
An efficient and effective association-rule maintenance algorithm for record modification
Expert Systems with Applications: An International Journal
WSEAS Transactions on Computers
Mining quantitative association rule of earthquake data
Proceedings of the 2009 International Conference on Hybrid Information Technology
An efficient algorithm for finding dense regions for mining quantitative association rules
Computers & Mathematics with Applications
Data mining of vector–item patterns using neighborhood histograms
Knowledge and Information Systems
A new approach for discovering fuzzy quantitative sequential patterns in sequence databases
Fuzzy Sets and Systems
Genetic algorithm based framework for mining fuzzy association rules
Fuzzy Sets and Systems
Elicitation of fuzzy association rules from positive and negative examples
Fuzzy Sets and Systems
Examples, counterexamples, and measuring fuzzy associations
Fuzzy Sets and Systems
Discovering a cover set of ARsi with hierarchy from quantitative databases
Information Sciences: an International Journal
Information Sciences: an International Journal
Mining association rules with multiple minimum supports using maximum constraints
International Journal of Approximate Reasoning
Fuzzy data mining based on the compressed fuzzy FP-trees
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Extracting spatial semantics in association rules for ocean image retrieval
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Linguistic data mining with fuzzy FP-trees
Expert Systems with Applications: An International Journal
Mining association rules using fuzzy inference on web data
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
An intersection inequality for discrete distributions and related generation problems
ICALP'03 Proceedings of the 30th international conference on Automata, languages and programming
Integrating fuzziness with OLAP association rules mining
MLDM'03 Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition
Mining multi-dimensional quantitative associations
INAP'01 Proceedings of the Applications of prolog 14th international conference on Web knowledge management and decision support
Maintenance of fast updated frequent trees for record deletion based on prelarge concepts
IEA/AIE'07 Proceedings of the 20th international conference on Industrial, engineering, and other applications of applied intelligent systems
TOD: Temporal outlier detection by using quasi-functional temporal dependencies
Data & Knowledge Engineering
An algorithm to mine general association rules from tabular data
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Minimum variance associations: discovering relationships in numerical data
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Association rule mining: models and algorithms
Association rule mining: models and algorithms
Research on transaction-item association matrix mining algorithm in large-scale transaction database
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Mining direct and indirect weighted fuzzy association rules in large transaction databases
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 3
Analysis of the Effectiveness of the Genetic Algorithms based on Extraction of Association Rules
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
ECDL'09 Proceedings of the 13th European conference on Research and advanced technology for digital libraries
Point-distribution algorithm for mining vector-item patterns
Proceedings of the ACM SIGKDD Workshop on Useful Patterns
Intelligent-based latency reduction in 3D walkthrough
ISTASC'10 Proceedings of the 10th WSEAS international conference on Systems theory and scientific computation
Enhancing group recommendation by incorporating social relationship interactions
Proceedings of the 16th ACM international conference on Supporting group work
Re-mining positive and negative association mining results
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Mining non-redundant information-theoretic dependencies between itemsets
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
DaWaK'10 Proceedings of the 12th international conference on Data warehousing and knowledge discovery
Fuzzy association rule mining for community crime pattern discovery
ACM SIGKDD Workshop on Intelligence and Security Informatics
Discovering fuzzy inter- and intra-object associations
Expert Systems with Applications: An International Journal
Boolean algebra and compression technique for association rule mining
ADMA'10 Proceedings of the 6th international conference on Advanced data mining and applications - Volume Part II
Evaluating association rules and decision trees to predict multiple target attributes
Intelligent Data Analysis
Locality sensitive hashing for sampling-based algorithms in association rule mining
Expert Systems with Applications: An International Journal
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I
Extracting compact and information lossless sets of fuzzy association rules
Fuzzy Sets and Systems
Expert Systems with Applications: An International Journal
A new clustering algorithm with the convergence proof
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Study of a fuzzy clustering algorithm based on interval value
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part I
Application of data mining in relationship between water quantity and water quality
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I
Mining frequent patterns from univariate uncertain data
Data & Knowledge Engineering
Re-mining item associations: Methodology and a case study in apparel retailing
Decision Support Systems
Real-valued all-dimensions search: low-overhead rapid searching over subsets of attributes
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Mining interesting XML-enabled association rules with templates
KDID'04 Proceedings of the Third international conference on Knowledge Discovery in Inductive Databases
Mining quantitative associations in large database
APWeb'05 Proceedings of the 7th Asia-Pacific web conference on Web Technologies Research and Development
Effective mining of fuzzy multi-cross-level weighted association rules
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Practical approximation of optimal multivariate discretization
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Distribution rules with numeric attributes of interest
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Frequent pattern discovery without binarization: mining attribute profiles
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Quantitative and ordinal association rules mining (QAR mining)
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Deriving class association rules based on levelwise subspace clustering
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
A new method for mining association rules from a collection of XML documents
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part II
Using quantitative association rules in collaborative filtering
WAIM'05 Proceedings of the 6th international conference on Advances in Web-Age Information Management
Research and application of data mining in power plant process control and optimization
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
Effect of similar behaving attributes in mining of fuzzy association rules in the large databases
ICCSA'06 Proceedings of the 6th international conference on Computational Science and Its Applications - Volume Part I
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
DASFAA'10 Proceedings of the 15th international conference on Database Systems for Advanced Applications - Volume Part I
Mapping web usage patterns to MDP model and mining with reinforcement learning
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II
Mutagenicity risk analysis by using class association rules
JSAI'05 Proceedings of the 2005 international conference on New Frontiers in Artificial Intelligence
Incremental classification rules based on association rules using formal concept analysis
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Mining quantitative association rules on overlapped intervals
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Mining least relational patterns from multi relational tables
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Applying mining fuzzy association rules to intrusion detection based on sequences of system calls
ICCNMC'05 Proceedings of the Third international conference on Networking and Mobile Computing
A matrix algorithm for mining association rules
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
An extended two-phase architecture for mining time series data
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I
Multivariate discretization for associative classification in a sparse data application domain
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Discovering fuzzy association rules with interest and conviction measures
KES'05 Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV
ICDM'04 Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications
Secure anonymization for incremental datasets
SDM'06 Proceedings of the Third VLDB international conference on Secure Data Management
A parallel algorithm for mining multiple partial periodic patterns
Information Sciences: an International Journal
Employing rough sets and association rule mining in KANSEI knowledge extraction
Information Sciences: an International Journal
Towards healthy association rule mining (HARM): a fuzzy quantitative approach
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Finding all minimal infrequent multi-dimensional intervals
LATIN'06 Proceedings of the 7th Latin American conference on Theoretical Informatics
An Efficient Rigorous Approach for Identifying Statistically Significant Frequent Itemsets
Journal of the ACM (JACM)
Applying cluster-based fuzzy association rules mining framework into EC environment
Applied Soft Computing
Revisiting numerical pattern mining with formal concept analysis
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Mining association rules with improved semantics in medical databases
Artificial Intelligence in Medicine
Journal of Medical Systems
From black and white to full color: extending redescription mining outside the Boolean world
Statistical Analysis and Data Mining
Integrating quantitative attributes in hierarchical clustering of transactional data
KES-AMSTA'12 Proceedings of the 6th KES international conference on Agent and Multi-Agent Systems: technologies and applications
Greedy Algorithm for Construction of Partial Association Rules
Fundamenta Informaticae
Greedy Algorithms withWeights for Construction of Partial Association Rules
Fundamenta Informaticae
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Mining high utility quantitative association rules
DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery
Information Sciences: an International Journal
A bayesian approach for classification rule mining in quantitative databases
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Like-Minded communities: bringing the familiarity and similarity together
WISE'12 Proceedings of the 13th international conference on Web Information Systems Engineering
A survey on enhanced subspace clustering
Data Mining and Knowledge Discovery
Min-Max itemset trees for dense and categorical datasets
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Constrained Cube Lattices for Multidimensional Database Mining
International Journal of Data Warehousing and Mining
Weak Ratio Rules: A Generalized Boolean Association Rules
International Journal of Data Warehousing and Mining
Identifying stock similarity based on multi-event episodes
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
FARP: Mining fuzzy association rules from a probabilistic quantitative database
Information Sciences: an International Journal
An integrated framework for optimizing automatic monitoring systems in large IT infrastructures
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
A clustering ensemble framework based on elite selection of weighted clusters
Advances in Data Analysis and Classification
Fuzzy association rule mining approaches for enhancing prediction performance
Expert Systems with Applications: An International Journal
An effective parallel approach for genetic-fuzzy data mining
Expert Systems with Applications: An International Journal
EnCore: exploiting system environment and correlation information for misconfiguration detection
Proceedings of the 19th international conference on Architectural support for programming languages and operating systems
Web usage mining with evolutionary extraction of temporal fuzzy association rules
Knowledge-Based Systems
QAR-CIP-NSGA-II: A new multi-objective evolutionary algorithm to mine quantitative association rules
Information Sciences: an International Journal
QuantMiner for mining quantitative association rules
The Journal of Machine Learning Research
YmalDB: exploring relational databases via result-driven recommendations
The VLDB Journal — The International Journal on Very Large Data Bases
Interesting pattern mining in multi-relational data
Data Mining and Knowledge Discovery
Optimal leverage association rules with numerical interval conditions
Intelligent Data Analysis
Compass: A hybrid method for clinical and biobank data mining
Journal of Biomedical Informatics
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We introduce the problem of mining association rules in large relational tables containing both quantitative and categorical attributes. An example of such an association might be "10% of married people between age 50 and 60 have at least 2 cars". We deal with quantitative attributes by fine-partitioning the values of the attribute and then combining adjacent partitions as necessary. We introduce measures of partial completeness which quantify the information lost due to partitioning. A direct application of this technique can generate too many similar rules. We tackle this problem by using a "greater-than-expected-value" interest measure to identify the interesting rules in the output. We give an algorithm for mining such quantitative association rules. Finally, we describe the results of using this approach on a real-life dataset.